QuantTradingSystem

Welcome to the QuantTradingSystem - a sophisticated quantitative trading solution available for MetaTrader 5. This expert advisor combines quantitative strategies with risk management to deliver consistent trading results.

Key Features:

  • 5 Proven Quantitative Strategies including Mean Reversion, Momentum, Pairs Trading, Volatility Trading, and Machine Learning
  • Multi-Strategy Portfolio Approach for diversified risk
  • Advanced Statistical Analysis with real-time calculations
  • Institutional-Grade Risk Management including VaR, Sharpe Ratio, and Dynamic Position Sizing
  • Whole Lot Sizing Option for prop firm compatibility
  • Portfolio Rebalancing and dynamic hedging capabilities

     QuantTradingSystem - Complete Input Parameter Guide

🎯 Strategy Selection
QuantStrategy (Enum: STRATEGY_MEAN_REVERSION)
Purpose: Selects the primary trading strategy
Options: 
o 0 = STRATEGY_MEAN_REVERSION: Trades when price deviates significantly from mean, expecting reversion
o 1 = STRATEGY_MOMENTUM: Follows price momentum and trends
o 2 = STRATEGY_PAIRS_TRADING: Statistical arbitrage (your optimized choice)
o 3 = STRATEGY_VOLATILITY: Trades volatility breakouts
o 4 = STRATEGY_ML_PREDICTION: Machine learning-based predictions
Impact: Determines the core trading logic used
Recommended: Test each strategy type to find best fit for your market
EnableMultiStrategy (Bool: true)
Purpose: Combines signals from all 5 strategies using weighted approach
How it works: Calculates weighted average of all strategy signals
Benefits: Diversification and signal confirmation
Risk: May reduce signal frequency and clarity
Note: Your optimization set this to false for focused approach
________________________________________
📊 Trading Instrument
TradingSymbol (String: "")
Purpose: Specifies which symbol to trade
Default: Empty = uses current chart symbol
Usage: Enter specific symbol like "EURUSD" or "NAS100"
Important: Symbol must be available in Market Watch
TradingTimeframe (Enum: PERIOD_CURRENT)
Purpose: Sets the timeframe for analysis
Default: Uses current chart timeframe
Options: M1, M5, M15, M30, H1, H4, D1, etc.
Impact: Affects signal frequency and trade duration
________________________________________
💼 Portfolio Management
MaxRiskPerTrade (Double: 1.0%)
Purpose: Maximum percentage of equity to risk per individual trade
Range: 0.5% (conservative) to 5.0% (aggressive)
Calculation: Used in position sizing formula
Warning: Higher values = higher potential profits but greater risk
MaxPortfolioRisk (Double: 5.0%)
Purpose: Maximum total risk across all open positions
Protection: Prevents over-leveraging
Trigger: Stops new trades when limit exceeded
TargetVolatility (Double: 0.15)
Purpose: Target annualized portfolio volatility (15%)
Usage: Adjusts position sizes based on market volatility
Formula: Lower market vol = larger positions, higher market vol = smaller positions
MaxPositions (Int: 5)
Purpose: Maximum number of concurrent open positions
Benefits: Risk spreading across multiple trades
Requirement: Needs sufficient capital for all positions
EnablePortfolioRebalancing (Bool: true)
Purpose: Automatically rebalances portfolio daily
Function: Closes oversized positions that exceed risk limits
Frequency: Checks every 24 hours
Benefit: Maintains risk discipline
________________________________________
📏 Position Sizing
UseWholeLotSizing (Bool: true)
Purpose: Forces all trades to use whole number lot sizes only
Effect: 1.0, 2.0, 3.0 lots (no 1.3 or 2.7)
Benefit: Simpler trade management
Drawback: Less precise position sizing
MinLotSize (Double: 1.0)
Purpose: Minimum trade size allowed
Interaction: With UseWholeLotSizing, minimum becomes 1.0 automatically
Override: System may increase if symbol requires higher minimum
MaxLotSize (Double: 10.0)
Purpose: Maximum trade size allowed per position
Protection: Prevents accidentally large positions
Override: System uses smaller of this value and symbol maximum
RoundToNearestWhole (Bool: true)
Purpose: Rounds fractional lots to nearest whole number
Only Active: When UseWholeLotSizing = false
Example: 2.3 lots becomes 2.0, 2.7 becomes 3.0
________________________________________
📈 Statistical Parameters
StatisticalWindow (Int: 252)
Purpose: Number of bars used for statistical calculations
Standard: 252 = ~1 trading year
Impact: Larger window = more stable stats, longer initialization
Critical: EA won't trade until this many bars are collected
ZScoreEntry (Double: 2.0)
Purpose: Z-score threshold for trade entry signals
Your Setting: 4.4 (extremely high - very selective)
Meaning: Price must be 4.4 standard deviations from mean
Effect: Higher values = fewer but higher-quality trades
Standard: 2.0 = ~2.5% probability, 4.4 = ~0.001% probability
ZScoreExit (Double: 0.5)
Purpose: Z-score threshold for closing mean reversion trades
Logic: Close when price moves back toward mean
Conservative: Higher values hold trades longer
ConfidenceLevel (Double: 0.95)
Purpose: Statistical confidence level (95%)
Usage: Used in VaR and statistical calculations
Standard: 0.95 = 95% confidence
________________________________________
🔄 Mean Reversion Strategy
MR_Period (Int: 20)
Purpose: Period for calculating moving average baseline
Usage: Bollinger Bands middle line calculation
Effect: Longer periods = smoother, less sensitive signals
MR_Threshold (Double: 2.0)
Purpose: Standard deviation multiplier for Bollinger Bands
Calculation: Bands = MA ± (Threshold × Standard Deviation)
Impact: Higher values = wider bands, fewer signals
MR_UseBollinger (Bool: true)
Purpose: Enable/disable Bollinger Bands calculation
Alternative: Uses simple price deviation without bands
Performance: Your optimization found better results without Bollinger
________________________________________
⚡ Momentum Strategy
MOM_FastPeriod (Int: 12)
Purpose: Fast period for momentum calculation
Standard: Usually 12-21 for fast momentum
MOM_SlowPeriod (Int: 26)
Purpose: Slow period for momentum calculation
Unusual: Your fast > slow suggests contrarian approach
MOM_Threshold (Double: 0.02)
Purpose: Minimum momentum percentage for signal (2%)
Effect: Only trades on strong momentum moves
________________________________________
📊 Volatility Strategy
VOL_Period (Int: 20)
Purpose: Period for volatility calculation
Method: Uses Average True Range (ATR)
VOL_Threshold (Double: 1.5)
Purpose: Volatility multiplier for breakout signals
Logic: Trade when current volatility > average × threshold
VOL_UseGARCH (Bool: false)
Purpose: Enable advanced GARCH volatility modeling
GARCH: More sophisticated but complex volatility calculation
________________________________________
🤖 Machine Learning
ML_TrainingPeriod (Int: 1000)
Purpose: Number of bars for ML model training
Effect: More data = potentially better predictions, slower adaptation
ML_Features (Int: 10)
Purpose: Number of input features for ML model
Features: Returns, volatility, RSI, momentum, etc.
ML_ConfidenceThreshold (Double: 0.7)
Purpose: Minimum confidence for ML predictions (70%)
Effect: Lower threshold = more ML-based trades
________________________________________
⚠️ Risk Management
VaR_Confidence (Double: 0.05)
Purpose: Value at Risk confidence level (95% = 0.05)
Usage: Calculates potential losses
VaR_Period (Int: 22)
Purpose: Lookback period for VaR calculation
Standard: 22 = 1 trading month
EnableDynamicHedging (Bool: true)
Purpose: Enable automatic hedging mechanisms
Function: May create offsetting positions for risk management
MaxDrawdown (Double: 0.10)
Purpose: Maximum allowed drawdown (10%)
Action: Closes all positions if exceeded


⚖️ Important Disclaimers

LEGAL DISCLAIMER AND RISK WARNING

IMPORTANT: READ BEFORE PURCHASING OR USING THIS EXPERT ADVISOR

RISK DISCLOSURE

TRADING INVOLVES SUBSTANTIAL RISK OF LOSS AND IS NOT SUITABLE FOR ALL INVESTORS.

  • Past performance does not guarantee future results
  • You could sustain a loss of some or all of your initial investment
  • Trading with leverage amplifies both potential profits and losses
  • Market conditions can change rapidly and unpredictably
  • Technical analysis and algorithmic trading strategies may fail

DISCLAIMER OF LIABILITY

By purchasing and/or using this Expert Advisor (EA), you acknowledge and agree that:

  1. NO GUARANTEE OF PROFITS: This software does not guarantee profits or freedom from losses. All trading involves risk.

  2. BUYER ASSUMES ALL RESPONSIBILITY: You assume full responsibility for all trading decisions and any resulting profits or losses when using this EA.

  3. LIMITATION OF LIABILITY: The seller, developer, and any affiliated parties shall not be held liable for any direct, indirect, incidental, special, or consequential damages arising from the use of this software, including but not limited to:

    • Trading losses
    • Lost profits
    • Data loss
    • System failures
    • Broker-related issues

  4. NO FINANCIAL ADVICE: This EA is a software tool only and does not constitute financial, investment, or trading advice. You should consult with qualified financial advisors before making trading decisions.

  5. USER RESPONSIBILITY: You are responsible for:

    • Understanding how the EA works
    • Setting appropriate risk parameters
    • Monitoring all trades
    • Ensuring compatibility with your broker
    • Compliance with local regulations

SOFTWARE DISCLAIMER

  • This software is provided "AS IS" without warranty of any kind
  • No guarantee that the software will be error-free or uninterrupted
  • Updates and support are provided at the developer's discretion
  • Results may vary between different brokers, account types, and market conditions

REGULATORY COMPLIANCE

  • You are responsible for ensuring compliance with all applicable laws and regulations in your jurisdiction
  • Some jurisdictions may restrict or prohibit the use of automated trading systems
  • Consult local financial authorities if uncertain about regulatory requirements

INTELLECTUAL PROPERTY

This Expert Advisor is protected by copyright and intellectual property laws. Unauthorized distribution, reverse engineering, or resale is strictly prohibited.

ACCEPTANCE OF TERMS

By purchasing this product, you confirm that you:

  • Have read and understood this disclaimer
  • Accept all risks associated with forex trading
  • Agree to hold harmless the seller and developer
  • Will not pursue legal action for trading losses
  • Understand that trading results may vary significantly

CONTACT AND SUPPORT

Support is provided for technical issues related to EA installation and basic functionality only. Trading performance, strategy optimization, and broker-specific issues are not covered under support.

⚠️ WARNING: Only risk capital that you can afford to lose. Never trade with money you cannot afford to lose.

By using this Expert Advisor, you acknowledge that you have read, understood, and agree to be bound by this disclaimer.

This disclaimer is effective as of the date of purchase and supersedes all previous versions.


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YZH AlgoCore — One Robot, Six Instruments Smart Algorithms. Disciplined Execution. There are thousands of "gold robots" on the market. How many of them can run the same engine on XAUUSD, EURUSD, GBPUSD, GBPJPY, USDJPY and BTCUSD — with zero configuration changes? YZH AlgoCore is now a true multi-symbol system. Attach it to a chart and it simply knows: the robot detects the symbol automatically and loads its dedicated built-in profile. Timeframes, indicator configuration, scaling behavior — ever
Foli Pivots MT5
John Folly Akwetey
Expert advisor trades by pivot levels, support and resistance levels based on pivot levels. Also expert advisor takes into account volatility filter, uses standard Martingale and anti-Martingale systems, drawdown protection, standard trailing stop, trading time and trading Trade Order   – direction of trading (only buy, only sell or buy and sell) Use Volatility Filter   – enabling/disabling of volatility filter using Volatility Filter   – value of volatility filter Count Of Days For Volatility F
SPARTAN GOLD SNIPER AI - V7.2 ULTIMATE The All-In-One Gold Solution: Smart Scalping and Professional Swing Trading. Spartan Gold Sniper is not just an EA; it is a complete trading system designed specifically for XAUUSD (Gold). Version 7.2 introduces the Smart Adaptive Engine, making it the most flexible bot on the market for both small accounts and large Prop Firm capitals. Critical Requirements Latency: You must use a VPS with less than 20ms latency (Recommended: MQL5 Built-in VPS). Account:
Gold Catalyst EA MT5
Malek Ammar Mohammad Alahmer
Advanced Automated Gold Trading System Gold Catalyst EA MT5 is a fully automated trading solution exclusively optimized for XAU/USD (Gold) . By combining trend-following methods , price action confirmations , and dynamic risk management , this EA has demonstrated stable, reliable performance over more than 2.5 years of continuous forward testing under real market conditions — and it is still running on a VPS to this day. Behind the algorithm is a scientist with 15 years of market experience : ob
PivotStorm
Li Yin Fang
PivotStorm - Adaptive XAUUSD Market Structure Breakout EA Professional Automated Trading System for MetaTrader 5 PivotStorm is a professional XAUUSD Expert Advisor designed for traders who prefer structured breakout trading based on confirmed market levels. The system combines market structure analysis, intelligent pending-order execution and multi-level risk management to provide a disciplined automated trading approach for the gold market. Unlike simple breakout robots that react to every pri
Launch offer. The price rises step by step as the number of sales grows. Every purchase includes all future updates through MQL5 Market. Mercaria Unicorn is an adaptive grid trading system for Gold (XAUUSD) on MetaTrader 5, developed by practicing traders for all experience levels. Overview Mercaria Unicorn is an adaptive trading system for Gold (XAUUSD) and other CFD instruments. Unlike standard grid robots with fixed parameters, it automatically adjusts the number of levels, the lot size, and
CaicaiLS Pro - Advanced Pair Trading & Statistical Arbitrage (Version 9.0) The CaicaiLS Pro is a quantitative Expert Advisor designed for Long & Short operations (Pair Trading) using Statistical Arbitrage . Developed for traders seeking precision, it tracks correlation and cointegration anomalies across multiple asset pairs simultaneously, seeking performance in both mean reversion and momentum breakouts. Its advanced architecture features the introduction of Shadow Execution technology. The mat
Neurolite EA gbpusd
Aliaksandr Salauyou
The Neurolite Expert Advisor offers trade decisions based on a neural network trained using a 10-year history of real tick data. The trading is performed only on GBP/USD. Its main peculiarity is a small amount of input parameters so as to facilitate the working process of users. The Neurolite EA will fine-tune all the parameters for you. Trading Strategy The system does NOT use dangerous strategies such as averaging or martingale, but strictly adheres to the neural network instructions. Stop lo
Neurolite EA eurusd
Aliaksandr Salauyou
The Neurolite Expert Advisor offers trade decisions based on a neural network trained on 5-years of real tick data. Trading is performed only on the EUR/USD currency pair. Its main peculiarity is a small amount of input parameters so as to facilitate the working process of users. The Neurolite EA will fine-tune all the parameters for you. This Expert Advisor is based on the previously released Neurolite EA gbpusd , which was adjusted for successful trading on the EUR/USD currency pair. Trading
A scalper system only work during Asian hours. Several unique indicators to detective the price fluctuation. Dynamic TP/SL level according to market conditions. Fixed stoploss to protect the capital, very low risk of losing a lot of money. No need to obtain SET files. The parameters are the same for each currency pair. It is optimized to work on EURAUD . It is recommended to use Eagle Scalper on M15 chart. It is recommended to run it on a real ECN broker with very low spread . It is recommended
Snake EURUSD
Thurau Baerbel
Snake EURUSD Real EA is a fully automatic Forex Trading Expert Advisor. The robot can run on any pair, but the results are better on EURUSD M15. The system can run with any broker that also provides Floating Spread. Advantages The EA does not use systems like martingale, hedging, etc. The EA uses SL and Trailing Stop to make a profit. In addition, you can also set TP (EURUSD at 93 for me). Best test results with 99.0% in the backtest. It is not necessary to close the EA during the press release
BenefitEA Mt5
Vsevolod Merzlov
Benefit EA Uses only hedging accounts.     Benefit EA is a non-indicative flexible grid adviser with special entry points that provide a statistical advantage, revealed through the mathematical modeling of market patterns. The EA does not use stop loss. All trades are closed by take profit or trailing stop. It is possible to plan the lot increments. The "Time Filter" function is set according to the internal time of the terminal as per the displayed time of the instrument's server, not the oper
On Control EA MT5 V2 Game-Changing Software For The Forex Market  On Control EA was created to help traders like you maximize their income. How would you like to gain access to a world-class proprietary piece of software designed for one purpose, to improve your Forex strategy? Let’s be honest, it can be hard to understand which technical analysis & trading signals you should follow. With On Control EA, you now have a powerful tool that will enhance your Forex trading strategy & elevate your in
The adviser uses a strategy based on the use of 7 Envelopes  indicators, on each timeframe (M5, M15, M30, H1, H4) there are 7 Envelopes indicators. Trading is based on the “Price Action” strategy, the adviser searches for a simultaneous signal on 5 time frames: M5, M15, M30, H1, H4 and then opens an order. The EA uses the built-in Martingale and Averaging algorithm. The adviser uses economic news to achieve more accurate signals. Hidden Take Profit, Break Even and Trailing Stop are used. Attenti
MoneyMaker stableATM Lite is an automatic intelligent trading system for foreign exchange! Lite edition just support MetaTrader 5! The purpose of MoneyMaker stableATM Lite is to stabilize profits, not to give you the ability to get rich overnight! MoneyMaker stableATM Lite is only applicable to EUR / USD currency trading, and cannot be used for other currency exchange trading, other CFD product trading, and commodity tradingor futures commodity trading! MoneyMaker stableATM Lite is only suitabl
NorthEastWay MT5
PAVEL UDOVICHENKO
4.5 (8)
NorthEastWay MT5 it is a fully automated “pullback” trading system, which is especially effective in trading on popular “pullback” currency pairs: AUDCAD, AUDNZD, NZDCAD. The system uses the main patterns of the Forex market in trading – the return of the price after a sharp movement in any direction. Timeframe: M15 Base currency pairs: AUDNZD, NZDCAD, AUDCAD  Additional pairs: EURUSD, USDCAD, GBPUSD, EURCAD, EURGBP, GBPCAD After buying EA, be sure to write to me in private messages, i will add
Traders Toolbox
Jason Kisogloo
3 (2)
Traders Toolbox Premium is an All-in-One Tool  created based on extensive training on common trading strategies in order to automate those strategies and calculations . (designed and programmed by Jason Kisogloo) Fe atures: 19 Individual Signals - Each one of these signals can be biased in a neural network style configuration to constitute the final / overall result. Each signal has its own settings to be customised or optimised if needed. Comprehensive On Screen Display - Six snap away Panels
RSAS By Capitarc
Abdur Rafi Ahmad
CAPITARC`s RSAS Expert Advisor for MT5   RSAS MT5   -is a professional expert advisor used by our investment firm it is based on price action and Relative Strength Index (RSI) indicator.  This product is with dynamic overbought and oversold levels that automatically adapts to the ever changing markets, while the standard MT5 RSI maintains levels static levels and do not change. This allows the expert to adapt to the ever-changing market without the need to constantly optimize, just make sure yo
Win43 Scalper
Eadvisors Software Inc.
O novo s43 Scalper para Mini-Índice (WIN-IND) faz operações de curto prazo no timeframe 1min buscando pequenas variações do mercado, utiliza nova tecnologia de trade, os resultados no intraday são íncríveis, confira:      Após a instalação adicione no gráfico dos instrumentos win para visualizar os resultados no backteste. Recomendamos o timeframe de 1min.
Expert. Automatic and manual trading. Ready-made trading system based on Elliott waves and Fibonacci retracement levels . It is simple and affordable. Display of the marking of Elliott waves (main or alternative option) on the chart. Construction of horizontal levels, support and resistance lines, a channel. Superposition of Fibonacci levels on waves 1, 3, 5, A Alert system (on-screen, E-Mail, Push notifications).    visual panel for opening orders in manual trading. visual panel for setting up
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